Electric press, bend-point detection method, and program

ABSTRACT

A detection unit for detecting a data row of a press position and a load at the press position; an input/storage unit for inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position; a data-row calculation unit for calculating a data row of a press position and a load at a constant distance interval based on the data row of the press position and the load detected; a slope calculation unit for calculating a slope of the load based on the press position and the load at the press position detected; and a bend-point determination unit for determining a point, at which the calculated slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point are provided.

CROSS REFERENCE TO RELATED APPLICATIONS

This application is based on and claims the benefit of priority to Japanese Patent Application No. 2013-186808 filed on Sep. 9, 2013, the contents of which are hereby incorporated by reference in their entirety.

TECHNICAL FIELD

The present invention relates to an electric press, a bend-point detection method, and a program that detect a bend point of a position/load graph in a significant form in a press operation.

BACKGROUND ART

Conventionally, press apparatuses (electric press, electro press) have been known for carrying out a press-fitting operation, etc. in assembly of small components, etc. as shown in FIG. 1 (For example, see Patent Literature 1.).

In a press-fitting operation of such a press apparatus (electric press, electro press), in some cases, it is desired to make a certain determination or stop the press-fitting operation at a point of time (position) when a condition(s) is changed during the press-fitting.

Herein, the above described change of the condition appears as a bend point in a graph of position/pressurization-load as shown in FIG. 24. In order to detect this bend point, there is a method that focuses on the slope thereof. More specifically, a point of time (position) at which the slope exceeds a certain setting is obtained. This method has been conventionally realized as functions such as differential judge and differential stop.

The above described method is an effective method under predetermined conditions. However, on the other hand, if it focuses on the “slope”, in other words, the change rate of the load, the bend point cannot be precisely detected in some cases. For example, since the values of the slopes are varied depending on individual parts, a slope that serves as a determination reference cannot be set in some cases.

In such a case, it is conceivable to capture an essential characteristic of “inflection point” that “the change rate of the change rate of load” has an extremum. However, calculating “the change rate of the change rate of load”, in other words, obtaining a second-order differential value is to obtain a second-order difference if positions and load values are digitized discrete values.

PRIOR ART LITERATURE Patent Literature

-   [Patent Literature 1] Japanese Patent Application Laid-Open No.     H05-329690

SUMMARY OF THE INVENTION

However, it is difficult to calculate the slope of the slope of the load based on actually detected load values and make a determination by that. Even the slope of the load has a difficult aspect, and, in the case of the slope of the slope of the load, local vibrations are picked up, and determination is difficult. The calculation of the slope corresponds to a differential operation in other words, and the differential operation is an operation in which a doubled frequency has a doubled value when considered in a frequency domain. Therefore, high-frequency components are enlarged, data is buried in noise as a result, and it is difficult to obtain a significant value.

Based on actual data of press-fitting, an example that draws a position/simple-second-order-difference graph (lower graph in FIG. 25) is shown in FIG. 25. “Simple second-order differences” referred to herein provide the slope of the slope of the load by simply obtaining the differences of differences. In an original graph of position/load (upper graph in FIG. 25), it is observed that a bend point is at around a position of 93.8 mm. However, when the graph of the simple second-order differences thereof is viewed, a peak is certainly present also near the bend point; however, in addition to that, peaks are also at, for example, a press-fitting start part and before and after the bend. In terms of only the largeness of the values, a point slightly after 94 mm has a maximum value.

Particularly, if there are speed variations, local variations in the amounts of changes (differences) in the positions corresponding to the denominator of the division of the slope calculation largely affect calculated values, and it is therefore difficult to obtain significant values. Basically, the calculation is carried out by “load slope”=“the amount of change in load”/“the amount of change in position”, and, if the amount of change in the position is extremely small, the values of the load slope, which is the calculation result, do not become significant. This is for a reason that both of the amount of change in the load and the amount of change in the position become minute values, and divided values do not have significance almost at all.

Also in the example of a graph shown in a lower part of FIG. 25, the speed is low at a press-fitting start part in the anterior half, and some peaks appear in the anterior-half part since there are speed variations. It is also a fact that a bend point is present; however, variations thereof are large, and the significance thereof is lost. Therefore, conventionally, bend-point detection using second-order differentials has not been carried out.

Therefore, one or more embodiments of the present invention provide an electric press, a bend-point detection method, and a program that detect a bend point of a position/load graph in a significant form in a press operation.

One or more embodiments of the present invention provides below items in order to address the above described issues.

Embodiment (1)

One or more embodiments of the invention provide an electric press having: a detection unit for detecting a data row of a press position and a load at the press position; an input/storage unit for inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position; a data-row calculation unit for calculating a data row of a press position and a load at a constant distance interval based on the data row of the press position and the load detected; a slope calculation unit for calculating a slope of the load based on the press position and the load at the press position detected; and a bend-point determination unit for determining a point, at which the calculated slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point.

Embodiment (2)

One or more embodiments of the present invention provide an electric press having: a detection unit for detecting a data row of a press position and a load at the press position; an input/storage unit for inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position; a data-row calculation unit for calculating a data row of a press position and a load at a constant interval in space of the press position and the load based on the data row of the press position and the load detected; a slope calculation unit for calculating a slope of the load based on the press position and the load at the press position detected; and a bend-point determination unit for determining a point, at which the calculated slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point.

Embodiment (3)

One or more embodiments of the present invention provide the electric press of (1) or (2), wherein the slope calculation unit calculates the slope of the load by using a regression line.

Embodiment (4)

One or more embodiments of the present invention provide the electric press of (1) or (2), wherein the slope calculation unit smoothes the press position and the load at the press position detected, and calculates the slope of the load based on the press position and the load at the press position smoothed.

Embodiment (5)

One or more embodiments of the present invention provide a bend-point detection method of an electric press having at least a detection unit, an input/storage unit, a data-row calculation unit, a slope calculation unit, and a bend-point calculation unit, the bend-point detection method including: a first step of detecting a press position and a load at the press position by the load detection unit; a second step of inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position by the input/storage unit; a third step of calculating a data row of a press position and a load at a constant distance interval based on a data row of the press position and the load detected by the data-row calculation unit; a fourth step of calculating a slope of the load based on the press position and the load at the press position detected by the slope calculation unit; and a fifth step of determining a point, at which the obtained slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point by the bend-point determination unit.

Embodiment (6)

One or more embodiments of the present invention provide a bend-point detection method of an electric press having at least a detection unit, an input/storage unit, a data-row calculation unit, a slope calculation unit, and a bend-point calculation unit, the bend-point detection method including: a first step of detecting a press position and a load at the press position by the load detection unit; a second step of inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position by the input/storage unit; a third step of calculating a data row of a press position and a load at a constant interval in space of the press position and the load based on a data row of the press position and the load detected by the data-row calculation unit; a fourth step of calculating a slope of the load based on the press position and the load at the press position detected by the slope calculation unit; and a fifth step of determining a point, at which the obtained slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point by the bend-point determination unit.

Embodiment (7)

One or more embodiments of the present invention provide apparatus comprising a non-transitory computer readable storage medium, having a computer program encoded thereon and stored in a computer readable format, the computer program being executable by a computer to cause the computer to execute a bend-point detection method of an electric press comprising at least a detection unit, an input/storage unit, a data-row calculation unit, a slope calculation unit, and a bend-point calculation unit, the bend-point detection method of an electric press comprising: a first step of detecting a press position and a load at the press position by the load detection unit; a second step of inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position by the input/storage unit; a third step of calculating a data row of a press position and a load at a constant distance interval based on a data row of the press position and the load detected by the data-row calculation unit; a fourth step of calculating a slope of the load based on the press position and the load at the press position detected by the slope calculation unit; and a fifth step of determining a point, at which the obtained slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point by the bend-point determination unit.

Embodiment (8)

One or more embodiments of the present invention provide apparatus comprising a non-transitory computer readable storage medium, having a computer program encoded thereon and stored in a computer readable format, the computer program being executable by a computer to cause the computer to execute a bend-point detection method of an electric press comprising at least a detection unit, an input/storage unit, a data-row calculation unit, a slope calculation unit, and a bend-point calculation unit, the bend-point detection method of an electric press comprising: a first step of detecting a press position and a load at the press position by the load detection unit; a second step of inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position by the input/storage unit; a third step of calculating a data row of a press position and a load at a constant interval in space of the press position and the load based on a data row of the press position and the load detected by the data-row calculation unit; a fourth step of calculating a slope of the load based on the press position and the load at the press position detected by the slope calculation unit; and a fifth step of determining a point, at which the obtained slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point by the bend-point determination unit.

According to one or more embodiments of the invention, there are effects that the slope of the slope of the load can be calculated as significant amounts and that the bend point can be detected based on that. Moreover, even in a case in which speed variations are generated intentionally or unintentionally, there is an effect that significance can be ensured by calculating the slope of the slope of the load after data at a constant distance interval is obtained as a preprocessing stage.

BRIEF DESCRIPTION OF DRAWINGS

FIG. 1 is an overall view of an electric press according to one or more embodiments of the present invention.

FIG. 2 is a cross-sectional view of an electric press according to one or more embodiments of the present invention.

FIG. 3 is a drawing showing a configuration of a control unit of the electric press according to a first embodiment of the present invention.

FIG. 4 is a drawing showing a process flow of the electric press according to the first embodiment of the present invention.

FIG. 5 is a drawing showing the relation of position/load data of the electric press according to the first embodiment of the present invention.

FIG. 6 is a drawing showing the relation of position/load slope data of the electric press according to the first embodiment of the present invention.

FIG. 7 is a graph showing data sequences of x and y (original data) of the electric press according to the first embodiment of the present invention and the values of y on a regression line (y′).

FIG. 8 is a drawing showing the relation of slope data of the slope of position/pressurization-load of the electric press according to the first embodiment of the present invention.

FIG. 9 is a graph in which FIG. 5, FIG. 6, and FIG. 8 are mutually overlapped.

FIG. 10 is a graph of position/load in which speeds are varied.

FIG. 11 is an overall view of FIG. 10.

FIG. 12 is a graph of position/load-slope, wherein the slope of loads is calculated based on the data of FIG. 11.

FIG. 13 is a drawing showing the results of calculating the slope of the slope based on the data of FIG. 12.

FIG. 14 is a drawing of a graph obtained by expanding the range of the vertical axis so that the entire image of the data of FIG. 13 can be viewed.

FIG. 15 is a drawing showing a position difference serving as the denominator of obtaining the slope of FIG. 11.

FIG. 16 is a drawing for explaining the process of step S120 in FIG. 4.

FIG. 17 is a drawing for explaining the process of step S120 in FIG. 4.

FIG. 18 is a drawing showing a method of sectioning by “constant interval” in position/load space according to a second embodiment of the present invention.

FIG. 19 is a graph of position/load, wherein preprocessing by a constant distance interval has been carried out.

FIG. 20 is a drawing showing a process flow of an electric press according to the second embodiment of the present invention.

FIG. 21 is a drawing which enlarges part of a graph of position/load, wherein preprocessing has been carried out by the constant distance interval.

FIG. 22 is a graph of the slope of position/load based on data which has undergone preprocessing by the constant distance interval.

FIG. 23 is a graph of the slope of the slope of position/load based on the data which has undergone preprocessing by the constant distance interval.

FIG. 24 is a drawing showing a bend point.

FIG. 25 is an example that draws a position/simple-second-order difference graph based on actual data of press-fitting.

DETAILED DESCRIPTION OF PREFERRED EMBODIMENTS

Hereinafter, embodiments of the present invention will be explained in detail by using drawings.

Note that constituent elements in the present embodiments can be arbitrarily replaced with existing constituent elements, etc., and various variations including combinations with other existing constituent elements can be also employed. Therefore, the description of the present embodiments does not limit the substance of the invention described in claims.

First Embodiment

A first embodiment of the present invention will be explained by using FIG. 1 to FIG. 17.

As shown in FIG. 1 and FIG. 2, an electric press according to the present embodiment consists of: a pressing ram 1, which applies a desired pressure to a workpiece W by up/down movement; a ball screw 2, which applies the up/down movement to the ram 1; and an electric motor 3. These are provided in a head frame body of a casing 4.

First, as shown in FIG. 1, the structure of the ram 1 is formed into a tubular body. Specifically, a hollow part is formed in a tubular main body 1 a, which is formed into a cylindrical shape, along the axial direction thereof, a screw shaft 2 a of the ball screw 2 can be inserted in the hollow part, and a nut body 2 b of the ball screw 2 is fixed to a shaft-length-direction end location of the tubular main body 1 a of the ram 1.

A pressing body 1 b is configured to be attachable to a lowermost part of the tubular main body 1 a. In practice, the pressing body 1 b abuts the workpiece W and applies an arbitrary pressure thereto. Furthermore, in some cases, a strain gauge is configured to be attachable to the pressing body 1 b so that the pressure applied to the workpiece W can be detected by the strain gauge.

A tubular guide 5 is provided so as to surround an outer peripheral side surface of the tubular main body 1 a. The tubular guide 5 is fixed in the casing 4, and the ram 1 is configured to be movable upward/downward along the tubular guide 5. The ram 1 is provided with an anti-vibration guide 6 so as not to rotate on a plane orthogonal to the axial direction. Specifically, as show in FIG. 1 and FIG. 2, the anti-vibration guide 6 consists of an anti-vibration rod 6 a, a guiding part 6 b, and a coupling plate 6 c; the anti-vibration rod 6 a is provided via the coupling plate 6 c so as to be directed upward from a lower end location of the ram 1 and be parallel to the ram 1; and the anti-vibration rod 6 a is configured to be moved in a top-bottom direction along up and down of the ram 1.

Furthermore, the guiding part 6 b for causing the anti-vibration rod 6 a to pass a predetermined location is fixed in the casing 4, the anti-vibration rod 6 a is configured to be moved up and moved down along the guiding part 6 b, and the ram 1 is configured so as not to idle in the tubular guide 5 when moved in the top-down direction.

Below the casing 4, a base 8 is provided in the front side via a perpendicular column 7 and immediately below the ram 1, and manipulation buttons 9 a and 9 b are provided in front of the base 8 and has functions to move down, pause, and move up the ram 1. Specifically, if the ram 1 is to be moved down, the manipulation buttons 9 a and 9 b are simultaneously pressed; and, if it is to be paused, the manipulation button 9 a is pressed, and only the manipulation button 9 b is released. Furthermore, the ram 1 is configured to be moved up when the manipulation buttons 9 a and 9 b are simultaneously released. Moreover, a control unit 10, which is provided in a lateral front side of the casing 4, has a display device 12 and a manipulation device 13.

As shown in FIG. 3, the control unit 10 has a central processing unit 20 and is controlled by a program stored by a control-program storage device 11. Moreover, it has a temporary storage device 14, which stores temporary data, and it further has a reference-value storage device 15, which stores reference values input by using the display device 12 and the manipulation device 13. On the other hand, a motor-drive control device 21 drives the electric motor 3 by commands of the central processing unit 20. An encoder 22, which detects the position of the ram 1, is coupled to the electric motor 3, thereby detecting the moved distance and speed of the ram 1. Moreover, a low-pass filter 16 for carrying out a smoothing process is provided.

Hereinafter, explanations will be given in accordance with a detection process flow of a bend point shown in FIG. 4. First, in step S110, while the ram 1 is moved down, the position of the ram and the load applied to a work are obtained at a constant time interval. The position of the ram can be obtained from the signals from the encoder 22, which is coupled to the electric motor 3, as the moved distance from an initialization position serving as a reference. Moreover, load values can be obtained from the signals from the strain gauge. For example, position/load data as shown in FIG. 5 is obtained. In the graph of FIG. 5, a bend point is observed near a position of 52.8 [mm].

Then, in step S140, the slope of the graph (the amount of change of the load value with respect to the position) is calculated by a slope calculating formula of a regression line. For example, regarding n-pieces of data, a position data sequence of a pressurization part is (x₁, x₂ . . . xn), and a data sequence of the load is (y₁, y₂ . . . yn); in this case, it is assumed that a regression line is drawn with respect to these values. The slope of the regression line is expressed by Formula 1. Thus, the slope of the load, in other words, the values corresponding to first-order differentials are calculated. FIG. 6 shows an example of the graph of the slope of position/load.

$\begin{matrix} {{Slope} = \frac{{n{\sum\limits_{i = 1}^{n}{x_{i}y_{i}}}} - {\sum\limits_{i = 1}^{n}{x_{i}{\sum\limits_{i = 1}^{n}y_{i}}}}}{{n{\sum\limits_{i = 1}^{n}x_{i}^{2}}} - \left( {\sum\limits_{i = 1}^{n}x_{i}} \right)^{2}}} & \left\lbrack {{Formula}\mspace{14mu} 1} \right\rbrack \end{matrix}$

Hereinafter, the slope calculation of the regression line will be shown by specific numerical values. For example, there are data sequences of x={1, 3, 4, 6, 7, 10} and y={5.7, 10.4, 11.1, 19.5, 21.8, 26.2}. The slope is calculated by using all of the six pairs of data. In Formula 1, n=6. The results of calculating the terms of sums in Formula 1 are shown in Table 1.

TABLE 1 I x y xy x² 1 1 5.7 5.7 1 2 3 10.4 31.2 9 3 4 11.1 44.4 16 4 6 19.5 117.0 36 5 7 21.8 152.6 49 6 10 26.2 262.0 100 Σ 31 94.7 612.9 211

With respect to i of 1 to 6 in a first column, the values of x are provided in a second column, and the vertical sum thereof is shown in a lowermost row Σ. Similarly, y is provided in a third column, xy is provided in a fourth column, x² is provided in a fifth column, and the sums thereof are shown in the lowermost level. According to these values, the slope according to Formula 1 becomes 2.432 as shown by Formula 2. {(6×612.9)−(31×94.7)}÷{(6×211)−(31×31)}=741.7÷305=2.432  [Formula 2]

As reference, an intercept of the regression line is calculated, and the results of obtaining values of y on the regression line (y′) from the slope, the intercept, and the values of x are shown in Table 2.

TABLE 2 I x y y′: y on the regression line 1 1 5.7 5.650 2 3 10.4 10.514 3 4 11.1 12.946 4 6 19.5 17.810 5 7 21.8 20.241 6 10 26.2 27.537

Note that the results of showing the data sequences (original data) of x and y of Table 2 by black points and showing the values (y′) of y on the regression line by hollowed points are as shown in FIG. 7.

In the above described manner, the slope of the load, in other words, the values corresponding to the amounts of changes with respect to the positions can be calculated by Formula 1 for obtaining the slope of the regression line. FIG. 7 shows a graph of the slope of the regression line obtained based on the data sequences of position/load shown in FIG. 6. It can be understood from this graph that the slope is increased from around the position of 52.8 mm, the amount of increase thereof is reduced from a point after a position of 53 mm, and the slope becomes approximately constant at 8000 [N/mm].

In step S160, based on the data of the slope, the slope of the slope of the load is calculated as the amounts of changes of the amounts of changes of the load values with respect to the positions by using Formula 1 for calculating the slope of a regression line again. The calculation per se is similar. A graph of the slope of the slope of position/pressurization-load obtained as a result is shown in FIG. 8. It can be understood from this graph that a peak is at a point slightly after the position of 52.8 mm. FIG. 9 shows a graph in which FIG. 5, FIG. 6, and FIG. 8 are mutually overlapped. The vertical direction thereof is in an appropriate scale so as to facilitate viewing.

Then, in step S170, a reference set value, which is set in advance, and the calculated value of the slope of the slope of the load are compared with each other, a point that exceeds the reference set value is determined as a bend point, and, when the bend point is determined, movement of the pressurization part is stopped (step S180).

On the other hand, in detection of a bend point, speed variations of the pressurization part are a problematic point for carrying out a process based on the data of the positions and loads at a constant time interval. The speed of the pressurization part is intentionally/unintentionally varied. As an intentional speed change, at the part that is brought into contact with the work, the speed is reduced to suppress impact with respect to the work. In the pressurization operation, the speed is desired to be increased as much as possible in order to shorten takt time. Moreover, in a last stage of pressurization, the speed is reduced in order to prevent overshoot. It is one of the characteristics of the electric press that the speed can be freely changed. On the other hand, since the hardness (spring constant) of the work is changed, unintentional variations of the speed also occur as a result.

The reduction in speed unit that the moved distance per time is reduced. In a case in which the amount of change of the load per unit moved-distance is to be calculated, if the moved distance corresponding to the denominator thereof is small, the amount of change of the load is correspondingly reduced, and a phenomenon that the values calculated as a result (degrees of slope) are varied occurs. For example, FIG. 10 shows a graph of position/load of a case in which the speed is varied. FIG. 11 is an overall position/load graph, part of which (near a position of 52.7 mm slightly after contact with the work) enlarged in a lateral direction is FIG. 10. Data points are represented by ♦, and, since the data is obtained at a constant time interval, reduction in the interval of ♦unit that the moved distance per unit time is short, in other words, the speed is reduced. The density thereof is extremely high, in other words, the speed is low near a position of 52.77 mm.

FIG. 12 shows a graph of a position/load slope obtained by calculating the slope of the load based on the data of FIG. 11. It can be understood that the values of the slope are extremely varied due to the variations in the speed. FIG. 13 shows the result of calculating the slope of the slope based on the data of FIG. 12. FIG. 14 shows a graph obtained by expanding the range of the vertical axis so that the entire image of the data of FIG. 13 can be viewed. It can be understood by viewing this that the movement of data correlated to the bend point is not observed at all and that it results in meaningless noise. In this state, the bend point cannot be detected by comparison with the reference set value.

The data shown in FIG. 11 is obtained as a result of pressurization in which the speed is intentionally reduced from the position 52.7 mm as a pressurization operation. In the calculation of obtaining the slope of FIG. 15, in principle, a load difference is divided by a position difference. The position difference corresponding to the denominator of this division is varied when the speed is varied in the original data.

FIG. 15 shows a graph of the position difference serving as the denominator of obtaining the slope of FIG. 11. It can be understood that the position difference is reduced since the speed is reduced. Moreover, since there are speed variations, the difference between the positions obtained at the constant time interval is varied. Particularly, when the slope is calculated by using values close to 0, the results thereof do not become significant values.

In order to obtain significant values also in such a case in which the speed is varied, as shown in step S120 of FIG. 4, preprocessing of replacing the position/load data of a constant time interval to the position/load data of a constant distance interval is carried out, the slope of the slope of the load is calculated based on this data, and it is compared with the reference set value, thereby detecting a bend point. Hereinafter, the process of step S120 will be explained in detail.

The data of position/load obtained at the constant time interval is converted to position/load data of the constant distance interval. In order to do this, sectioning data at every constant distance (dist) is considered as shown in FIG. 16. A previous position/load data set will be referred to as “previous position (forward position)” (hereinafter, this will be described as f_pos) and “previous load (forward load)” (hereinafter, this will be described as f_load). This is a point shown by ◯ in FIG. 16.

Also, the data obtained at present time will be referred to as “present-time position (current position)” (hereinafter, this will be described as c_pos) and “present-time load (current load)” (hereinafter, this will be described as c_load). This is a point shown by X in FIG. 16. From these ◯ and X, Δ is obtained. The load (n_load) at a position (n_pos) distant from the previous position (f_pos) by the constant distance (dist) is obtained by interpolation. The calculating formula thereof is Formula 3.

Load (n_load)=f_load+(c_load−f_load)*dist/(c_pos−f_pos) Position(n_pos)=f_pos+dist  [Formula 3]

In practice, at the point X of the present time, if the positions are rapidly increased and exceed the equal interval by two or more sections as shown in FIG. 17, the calculation of the first point may be the same, but this has to be repeated to create the point(s) therebetween. Reversely, if the point X of the present time is not distant by the constant distance (dist), this point is ignored or a regression line is calculated by two or more points including this point to obtain the point of Δ as a point on the straight line thereof.

As explained above, according to the present embodiment, the slope of the slope of the load can be calculated as significant values, and the bend point can be detected based on that.

Second Embodiment

A second embodiment will be explained by using FIG. 18 to FIG. 23.

In the present embodiment, instead of above described step S120, the process of S121 is carried out. Specifically, instead of sectioning by a constant distance (dist), sectioning by “constant interval” in position/load space is carried out (FIG. 18). Hereinafter, details of this process will be explained.

In this case, the distance D=|Pc−Pf| from “previous point (Pf)” ◯ to “present-time point (Pc)” X in the position/load space is considered, and sectioning that by the “constant distance” (Dc) determined in advance is considered. The load and the position of a section point is obtained by Formula 4. D ²=(c_load−f_load)²+(c_pos−f_pos)² Load(n_load)=f_load+(c_load−f_load)*Dc/D Position(n_pos)=f_pos+(c_pos−f_pos)*Dc/D  [Formula 4]

Such preprocessing will be explained by a graph of results of carrying out that. FIG. 19 is a position/load graph which replaces the position/load graph of FIG. 11 without preprocessing with the position/load of the constant distance interval by the process of S121 of FIG. 20. As long as it is viewed from the graph of “position/load”, any difference caused by the presence/absence of the preprocessing is not present (not observed). FIG. 21 shows the result of subjecting the part the same as that shown in FIG. 10 to the preprocessing of obtaining the constant distance interval of step S121 of FIG. 20. It can be understood by viewing this that FIG. 10 and FIG. 21 are different from each other. In FIG. 10, it can be understood that the intervals of the data are varied, while FIG. 21 has the data of the constant distance interval. FIG. 22 shows the results of obtaining the slope of the load of the data of FIG. 19 which has undergone the preprocessing of obtaining the constant distance interval of step S121 of FIG. 20. FIG. 22 does not have the variations which are observed in FIG. 12. When the slope of the slope of FIG. 22 based on the data of preprocessing with the constant distance interval is obtained, although variations are somewhat observed as shown in FIG. 23, it can be understood that significant data having a peak near a bend point is obtained. Herein, for example, if 80000 [N/mm²] is set as a reference value “slope of slope”, a determination of stopping, etc. at a point that exceeds this reference value as shown in FIG. 23 can be made.

When factors caused by the speed variations are removed by the preprocessing in this manner, significant values of the slope of the slope of the load can be obtained.

Note that the electric press of one or more embodiments of the invention can be realized by recording the process of the electric press in a recording medium, which can be read by a computer system and causing the electric press to read and execute the program recorded in the recording medium. The computer system referred to herein includes an OS and hardware such as peripheral devices.

If a WWW (World Wide Web) system is utilized, the “computer system” also includes a homepage providing environment (or display environment). The above described program may be transmitted from the computer system, which stores the program in a storage device or the like, to another computer system via a transmission medium or by transmission waves in the transmission medium. Herein, the “transmission medium”, which transmits the program, refers to a medium having a function to transmit information like a network (communication network) such as the Internet or a communication line (communication wire) such as a telephone line.

The above described program may be a program for realizing part of the above described functions. Furthermore, the above described program may be a so-called difference file (difference program), which can realize the above described functions by combination with a program(s) already recorded in the computer system.

Hereinabove, the embodiments of this invention have been described in detail with reference to drawings. However, specific configurations thereof are not limited to the embodiments, but include designs, etc. within a range not departing from the gist of this invention.

DESCRIPTION OF REFERENCE NUMERALS

-   -   1; RAM     -   2; BALL SCREW     -   3; ELECTRIC MOTOR     -   4; CASING     -   1 a; TUBULAR MAIN BODY     -   2 a; SCREW SHAFT     -   2 b; NUT BODY     -   1 b; PRESSING BODY     -   5; TUBULAR GUIDE     -   6; ANTI-VIBRATION GUIDE     -   6 a; ANTI-VIBRATION ROD     -   6 b; GUIDING PART     -   6 c; COUPLING PLATE     -   7; COLUMN     -   8; BASE     -   9 a; MANIPULATION BUTTON     -   9 b; MANIPULATION BUTTON     -   10; CONTROL UNIT     -   11; CONTROL-PROGRAM STORAGE DEVICE     -   12; DISPLAY DEVICE     -   13; MANIPULATION DEVICE     -   14; TEMPORARY STORAGE DEVICE     -   15; REFERENCE-VALUE STORAGE DEVICE     -   16; LOW-PASS FILTER     -   20; CENTRAL PROCESSING UNIT (CPU)     -   21; MOTOR-DRIVE CONTROL DEVICE     -   22; ENCODER 

The invention claimed is:
 1. An electric press comprising: a detection unit configured to detect a first data row of a press position at a constant time interval and a load at the press position at the constant time interval; an input and storage unit configured to input and store a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position; a data-row calculation unit configured to calculate a second data row of a press position and a load at a constant distance interval based on the first data row of the press position and the load detected; a slope calculation unit configured to calculate a slope of the load based on the second data row of the press position and the load at the press position at the constant distance interval, according to a regression line, wherein the slope of the load is calculated by the following formula (i), $\begin{matrix} {{{{the}\mspace{14mu}{slope}\mspace{14mu}{of}\mspace{14mu}{the}\mspace{14mu}{load}} = \frac{{n{\sum\limits_{i = 1}^{n}{x_{i}y_{i}}}} - {\sum\limits_{i = 1}^{n}{x_{i}{\sum\limits_{i = 1}^{n}y_{i}}}}}{{n{\sum\limits_{i = 1}^{n}x_{i}^{2}}} - \left( {\sum\limits_{i = 1}^{n}x_{i}} \right)^{2}}},} & \left\lbrack {{Formula}\mspace{14mu}(i)} \right\rbrack \end{matrix}$ and wherein, in the formula (i), n denotes a number of data, xi denotes data of a pressurization part, and yi denotes data of the load; and a bend-point determination unit configured to determine a point, at which, the calculated slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point.
 2. An electric press comprising: a detection unit configured to detect a first data row of a press position at a constant time interval and a load at the press position at the constant time interval; an input and storage unit configured to input and store a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position; a data-row calculation unit configured to calculate a second data row of a press position and a load at a constant distance interval in space of the press position and the load based on the first data row of the press position and the load detected; a slope calculation unit configured to calculate a slope of the load based on the second data row of the press position and the load at the press position at the constant distance interval in the space of the press position, according to a regression line, wherein the slope of the load is calculated by the following formula (i), $\begin{matrix} {{{{the}\mspace{14mu}{slope}\mspace{14mu}{of}\mspace{14mu}{the}\mspace{14mu}{load}} = \frac{{n{\sum\limits_{i = 1}^{n}{x_{i}y_{i}}}} - {\sum\limits_{i = 1}^{n}{x_{i}{\sum\limits_{i = 1}^{n}y_{i}}}}}{{n{\sum\limits_{i = 1}^{n}x_{i}^{2}}} - \left( {\sum\limits_{i = 1}^{n}x_{i}} \right)^{2}}},} & \left\lbrack {{Formula}\mspace{14mu}(i)} \right\rbrack \end{matrix}$ and wherein, in the formula (i), n denotes a number of data, xi denotes data of a pressurization part, and yi denotes data of the load; and a bend-point determination unit configured to determine a point, at which the calculated slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point.
 3. The electric press according to claim 1, wherein the slope calculation unit smoothes the calculated data row of the press position at the constant distance interval and the load at the press position at the constant distance interval, and calculates the slope of the load based on the smoothed data row of the press position and the load at the press position.
 4. A bend-point detection method of an electric press comprising at least a detection unit, an input and storage unit, a data-row calculation unit, a slope calculation unit, and a bend-point determination unit, the bend-point detection method including: a first step of detecting a press position at a constant time interval and a load at the press position at the constant time interval by the detection unit; a second step of inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position by tire input and storage unit; a third step of calculating a data row of a press position and a load at a constant distance interval based on a data row of the press position and the load detected by the data-row calculation unit; a fourth step of calculating a slope of the load based on the data row of the press position and the load at the press position at the constant distance interval by the slope calculation unit, according to a regression line, wherein the slope of the load is calculated by the following formula (i), $\begin{matrix} {{{{the}\mspace{14mu}{slope}\mspace{14mu}{of}\mspace{14mu}{the}\mspace{14mu}{load}} = \frac{{n{\sum\limits_{i = 1}^{n}{x_{i}y_{i}}}} - {\sum\limits_{i = 1}^{n}{x_{i}{\sum\limits_{i = 1}^{n}y_{i}}}}}{{n{\sum\limits_{i = 1}^{n}x_{i}^{2}}} - \left( {\sum\limits_{i = 1}^{n}x_{i}} \right)^{2}}},} & \left\lbrack {{Formula}\mspace{14mu}(i)} \right\rbrack \end{matrix}$ wherein, in the formula (i), n denotes a number of data, xi denotes data of a pressurization part, and yi denotes data of the load; and a fifth step of determining a point, at which the obtained slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point by the bend-point determination unit.
 5. A bend-point detection method of an electric press comprising at least a detection unit, an input and storage unit, a data-row calculation unit, a slope calculation unit, and a bend-point determination unit, the bend-point detection method including: a first step of detecting a press position at a constant time interval and a load at the press position at the constant time interval by the detection unit; a second step of inputting and storing a value serving as a reference for determining a bend point in a relation between the press position and the load at the press position by the input and storage unit; a third step of calculating a data row′ of a press position and a load at a constant distance interval in space of the press position and the load based on a data row of the press position and the load detected by the data-row calculation unit; a fourth step of calculating a slope of the load based on the press position and the load at the press position at the constant distance interval in the space of the press position by the slope calculation unit, according to a regression line, wherein the slope of the load is calculated by the following formula (i), $\begin{matrix} {{{{the}\mspace{14mu}{slope}\mspace{14mu}{of}\mspace{14mu}{the}\mspace{14mu}{load}} = \frac{{n{\sum\limits_{i = 1}^{n}{x_{i}y_{i}}}} - {\sum\limits_{i = 1}^{n}{x_{i}{\sum\limits_{i = 1}^{n}y_{i}}}}}{{n{\sum\limits_{i = 1}^{n}x_{i}^{2}}} - \left( {\sum\limits_{i = 1}^{n}x_{i}} \right)^{2}}},} & \left\lbrack {{Formula}\mspace{14mu}(i)} \right\rbrack \end{matrix}$ wherein, in the formula (i), n denotes a number of data, xi denotes data of a pressurization part, and yi denotes data of the load; and a fifth step of determining a point, at which the obtained slope of the load exceeds the value serving as the reference for determining the bend point, as the bend point by the bend-point determination unit.
 6. The electric press according to claim 2, wherein the slope calculation unit smoothes the calculated data row of the press position at the constant distance interval in the space of the press position and the load at the press position at the constant distance interval in the space of the press position, and calculates the slope of the load based on the smoothed data row of the press position and the load at the press position at the constant distance interval in the space of the press position. 